{"id":"https://openalex.org/W3039273193","doi":"https://doi.org/10.1145/3369798","title":"A Survey on Fuzzy Deep Neural Networks","display_name":"A Survey on Fuzzy Deep Neural Networks","publication_year":2020,"publication_date":"2020-05-28","ids":{"openalex":"https://openalex.org/W3039273193","doi":"https://doi.org/10.1145/3369798","mag":"3039273193"},"language":"en","primary_location":{"id":"doi:10.1145/3369798","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3369798","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088546932","display_name":"Rangan Das","orcid":"https://orcid.org/0000-0001-6867-6136"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rangan Das","raw_affiliation_strings":["Jadavpur University, Kolkata"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jadavpur University, Kolkata","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070561254","display_name":"Sagnik Sen","orcid":"https://orcid.org/0000-0002-3362-1677"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sagnik Sen","raw_affiliation_strings":["Jadavpur University, Kolkata"],"raw_orcid":"https://orcid.org/0000-0002-3362-1677","affiliations":[{"raw_affiliation_string":"Jadavpur University, Kolkata","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103162097","display_name":"Ujjwal Maulik","orcid":"https://orcid.org/0000-0003-1062-4311"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ujjwal Maulik","raw_affiliation_strings":["Jadavpur University, Kolkata"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jadavpur University, Kolkata","institution_ids":["https://openalex.org/I170979836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I170979836"],"apc_list":null,"apc_paid":null,"fwci":7.1156,"has_fulltext":false,"cited_by_count":100,"citation_normalized_percentile":{"value":0.97599681,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"53","issue":"3","first_page":"1","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8660973310470581},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7467411756515503},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7069583535194397},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6657557487487793},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6327483057975769},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6012945175170898},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.5372438430786133},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5001392364501953},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4856887757778168},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47855669260025024},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.38598179817199707}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8660973310470581},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7467411756515503},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7069583535194397},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6657557487487793},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6327483057975769},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6012945175170898},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.5372438430786133},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5001392364501953},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4856887757778168},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47855669260025024},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.38598179817199707},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3369798","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3369798","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":104,"referenced_works":["https://openalex.org/W4952878","https://openalex.org/W189596042","https://openalex.org/W573044666","https://openalex.org/W587443570","https://openalex.org/W628510578","https://openalex.org/W1491541693","https://openalex.org/W1534872821","https://openalex.org/W1559262067","https://openalex.org/W1577515744","https://openalex.org/W1617447347","https://openalex.org/W1801780804","https://openalex.org/W1829951598","https://openalex.org/W1936687626","https://openalex.org/W1964468250","https://openalex.org/W1967696505","https://openalex.org/W1980287119","https://openalex.org/W1980564456","https://openalex.org/W1980601381","https://openalex.org/W1982865616","https://openalex.org/W1987572733","https://openalex.org/W2004921695","https://openalex.org/W2007654914","https://openalex.org/W2009163533","https://openalex.org/W2010687197","https://openalex.org/W2013932252","https://openalex.org/W2015701733","https://openalex.org/W2023573767","https://openalex.org/W2027174364","https://openalex.org/W2031512758","https://openalex.org/W2046670074","https://openalex.org/W2048685544","https://openalex.org/W2059278667","https://openalex.org/W2059873294","https://openalex.org/W2062536406","https://openalex.org/W2064630666","https://openalex.org/W2065667902","https://openalex.org/W2068308395","https://openalex.org/W2072245049","https://openalex.org/W2072441291","https://openalex.org/W2074883049","https://openalex.org/W2079325629","https://openalex.org/W2079457935","https://openalex.org/W2083022762","https://openalex.org/W2083069513","https://openalex.org/W2088447802","https://openalex.org/W2092348774","https://openalex.org/W2097923398","https://openalex.org/W2100495367","https://openalex.org/W2101555702","https://openalex.org/W2101778643","https://openalex.org/W2110798204","https://openalex.org/W2114966857","https://openalex.org/W2135467229","https://openalex.org/W2136922672","https://openalex.org/W2136936677","https://openalex.org/W2145636184","https://openalex.org/W2146502635","https://openalex.org/W2147883637","https://openalex.org/W2149914169","https://openalex.org/W2153676086","https://openalex.org/W2159111290","https://openalex.org/W2160079395","https://openalex.org/W2164587673","https://openalex.org/W2167088383","https://openalex.org/W2168081761","https://openalex.org/W2169990839","https://openalex.org/W2178155017","https://openalex.org/W2185432770","https://openalex.org/W2247742123","https://openalex.org/W2292359941","https://openalex.org/W2335507717","https://openalex.org/W2344786740","https://openalex.org/W2417420127","https://openalex.org/W2523246573","https://openalex.org/W2525305541","https://openalex.org/W2532478764","https://openalex.org/W2560674852","https://openalex.org/W2579618323","https://openalex.org/W2587948115","https://openalex.org/W2604738573","https://openalex.org/W2605945429","https://openalex.org/W2612472936","https://openalex.org/W2743180505","https://openalex.org/W2744362277","https://openalex.org/W2744390664","https://openalex.org/W2744594184","https://openalex.org/W2750239752","https://openalex.org/W2752594895","https://openalex.org/W2756880332","https://openalex.org/W2767106145","https://openalex.org/W2791366411","https://openalex.org/W2791447643","https://openalex.org/W2807703863","https://openalex.org/W2808721728","https://openalex.org/W2883660486","https://openalex.org/W2905171805","https://openalex.org/W2916471281","https://openalex.org/W2941165302","https://openalex.org/W2951954464","https://openalex.org/W2963586744","https://openalex.org/W2969945254","https://openalex.org/W2992885437","https://openalex.org/W4238796079","https://openalex.org/W4241030163"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W4377865163","https://openalex.org/W3193857078","https://openalex.org/W2888956734","https://openalex.org/W3207109968","https://openalex.org/W3208304128","https://openalex.org/W2133615482","https://openalex.org/W135622916","https://openalex.org/W829773823","https://openalex.org/W2937114745"],"abstract_inverted_index":{"Deep":[0],"neural":[1,95],"networks":[2,30],"are":[3,51,67,115,123,132],"a":[4],"class":[5],"of":[6,15,28,83,129],"powerful":[7],"machine":[8],"learning":[9,49,78,106],"model":[10],"that":[11,41],"uses":[12,36],"successive":[13],"layers":[14],"non-linear":[16],"processing":[17],"units":[18],"to":[19,54],"extract":[20],"features":[21],"from":[22],"data.":[23],"However,":[24],"the":[25,81,100,120,126,130],"training":[26],"process":[27],"such":[29],"is":[31,80,107],"quite":[32],"computationally":[33],"intensive":[34],"and":[35,58],"commonly":[37],"used":[38,91],"optimization":[39],"methods":[40,50],"do":[42,59],"not":[43,60],"guarantee":[44],"optimum":[45],"performance.":[46],"Furthermore,":[47],"deep":[48,77,105],"often":[52],"sensitive":[53],"noise":[55],"in":[56,63,75,92,103],"data":[57,66],"operate":[61],"well":[62],"areas":[64],"where":[65],"incomplete.":[68],"An":[69],"alternative,":[70],"yet":[71],"little":[72],"explored,":[73],"method":[74],"enhancing":[76],"performance":[79],"use":[82],"fuzzy":[84,110],"systems.":[85,112],"Fuzzy":[86],"systems":[87],"have":[88],"been":[89],"previously":[90],"conjunction":[93],"with":[94,109],"networks.":[96],"This":[97],"survey":[98],"explores":[99],"different":[101],"ways":[102],"which":[104],"improved":[108],"logic":[111],"The":[113],"techniques":[114],"classified":[116],"based":[117],"on":[118],"how":[119],"two":[121],"paradigms":[122],"combined.":[124],"Finally,":[125],"real-life":[127],"applications":[128],"models":[131],"also":[133],"explored.":[134]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":28},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
